Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max
rf 0.9512780 0.9758702 0.9981796 0.9696641
bt 0.7659744 0.9772684 0.7636706 0.4327140
maxnet 0.6900958 0.9638987 0.7953624 0.4587899
gam 0.7763578 NA NA NA
glm 0.7555911 NA NA NA

Variable Importance